GuardionAI ModernGuard vs Alibaba QwenGuard4B

Detailed comparison for runtime guardrails

GuardionAIAlibaba

On Guardion's Prompt Attack Risk Benchmark, Alibaba QwenGuard4B is the more secure of the two: ModernGuard scores NaN% and QwenGuard4B scores NaN% on F1 score (higher is better).

Head-to-Head Overview

ModernGuard is the overall winner in this comparison!

Guardrail Metrics

F1 Score

ModernGuard
43.170
QwenGuard4B
0.000

Accuracy

ModernGuard
84.270
QwenGuard4B
0.000

Precision

ModernGuard
88.100
QwenGuard4B
0.000

Recall

ModernGuard
84.630
QwenGuard4B
0.000

False Positive Rate

ModernGuard
16.250
QwenGuard4B
0.000

False Negative Rate

ModernGuard
15.370
QwenGuard4B
0.000

Average Latency (ms)

ModernGuard
0.140
QwenGuard4B
0.000

p50 Latency (ms)

ModernGuard
128.625
QwenGuard4B
0.000

p90 Latency (ms)

ModernGuard
184.638
QwenGuard4B
0.000

Key Highlights

  • GuardionAI ModernGuard has a better F1 Score.
  • GuardionAI ModernGuard has a better Accuracy.
  • GuardionAI ModernGuard has a better Precision.
  • GuardionAI ModernGuard has a better Recall.
  • Alibaba QwenGuard4B has a better False Positive Rate.
  • Alibaba QwenGuard4B has a better False Negative Rate.
  • Alibaba QwenGuard4B has a better Average Latency (ms).
  • Alibaba QwenGuard4B has a better p50 Latency (ms).
  • Alibaba QwenGuard4B has a better p90 Latency (ms).

Security Profile

Outward is better on every axis.

F1 ScoreAccuracyPrecisionRecallFPRFNRAverage Latency (ms)p50 Latency (ms)p90 Latency (ms)
ModernGuard
QwenGuard4B
Full security profile
GuardionAI ModernGuard
Full security profile
Alibaba QwenGuard4B

Frequently asked questions

Is GuardionAI ModernGuard or Alibaba QwenGuard4B more secure?

On Guardion's Prompt Attack Risk Benchmark, Alibaba QwenGuard4B is the more secure of the two: ModernGuard scores NaN% and QwenGuard4B scores NaN% on F1 score (higher is better).

What is the F1 score of ModernGuard vs QwenGuard4B?

ModernGuard scores NaN% F1 and QwenGuard4B scores NaN% F1 on Guardion's prompt-attack benchmark. F1 balances precision and recall — higher is better.

How were ModernGuard and QwenGuard4B tested?

Both were evaluated via API at production-like sensitivity against 30+ prompt-attack categories using zero-shot, Crescendo, and TAP methods, scored by F1.

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